Pandas Profiling Report

Dataset statistics

Number of variables	41
Number of observations	683788
Missing cells	221365
Missing cells (%)	0.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	213.9 MiB
Average record size in memory	328.0 B

Variable types

Numeric	14
DateTime	1
Categorical	11
Text	6
Boolean	9

Alerts

`state` has constant value ""	Constant
`block_id` is highly overall correlated with `borocode` and 2 other fields	High correlation
`boro_ct` is highly overall correlated with `borocode` and 7 other fields	High correlation
`borocode` is highly overall correlated with `block_id` and 8 other fields	High correlation
`boroname` is highly overall correlated with `block_id` and 4 other fields	High correlation
`cb_num` is highly overall correlated with `boro_ct` and 7 other fields	High correlation
`cncldist` is highly overall correlated with `boro_ct` and 7 other fields	High correlation
`guards` is highly overall correlated with `status`	High correlation
`health` is highly overall correlated with `status`	High correlation
`latitude` is highly overall correlated with `boro_ct` and 7 other fields	High correlation
`longitude` is highly overall correlated with `cncldist` and 7 other fields	High correlation
`sidewalk` is highly overall correlated with `status`	High correlation
`st_assem` is highly overall correlated with `longitude` and 4 other fields	High correlation
`st_senate` is highly overall correlated with `boro_ct` and 7 other fields	High correlation
`status` is highly overall correlated with `guards` and 4 other fields	High correlation
`steward` is highly overall correlated with `status`	High correlation
`stump_diam` is highly overall correlated with `status`	High correlation
`x_sp` is highly overall correlated with `cncldist` and 7 other fields	High correlation
`y_sp` is highly overall correlated with `boro_ct` and 7 other fields	High correlation
`zip_city` is highly overall correlated with `block_id` and 11 other fields	High correlation
`zipcode` is highly overall correlated with `longitude` and 3 other fields	High correlation
`curb_loc` is highly imbalanced (76.1%)	Imbalance
`status` is highly imbalanced (80.1%)	Imbalance
`steward` is highly imbalanced (51.7%)	Imbalance
`guards` is highly imbalanced (65.6%)	Imbalance
`root_grate` is highly imbalanced (95.3%)	Imbalance
`root_other` is highly imbalanced (73.8%)	Imbalance
`trunk_wire` is highly imbalanced (86.2%)	Imbalance
`trnk_light` is highly imbalanced (98.4%)	Imbalance
`trnk_other` is highly imbalanced (72.4%)	Imbalance
`brch_light` is highly imbalanced (56.0%)	Imbalance
`brch_shoe` is highly imbalanced (99.3%)	Imbalance
`brch_other` is highly imbalanced (77.8%)	Imbalance
`health` has 31616 (4.6%) missing values	Missing
`spc_latin` has 31619 (4.6%) missing values	Missing
`spc_common` has 31619 (4.6%) missing values	Missing
`steward` has 31615 (4.6%) missing values	Missing
`guards` has 31616 (4.6%) missing values	Missing
`sidewalk` has 31616 (4.6%) missing values	Missing
`problems` has 31664 (4.6%) missing values	Missing
`ï»¿tree_id` has unique values	Unique
`tree_dbh` has 17932 (2.6%) zeros	Zeros
`stump_diam` has 666134 (97.4%) zeros	Zeros

Reproduction

Analysis started	2023-12-13 14:23:17.568128
Analysis finished	2023-12-13 14:38:30.198462
Duration	15 minutes and 12.63 seconds
Software version	ydata-profiling vv4.6.3
Download configuration	config.json

ï»¿tree_id
Real number (ℝ)

UNIQUE

Distinct	683788
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	365205.01

Minimum	3
Maximum	722694
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	3
5-th percentile	38056.35
Q1	186582.75
median	366214.5
Q3	546170.25
95-th percentile	687716.65
Maximum	722694
Range	722691
Interquartile range (IQR)	359587.5

Descriptive statistics

Standard deviation	208122.09
Coefficient of variation (CV)	0.56987743
Kurtosis	-1.192863
Mean	365205.01
Median Absolute Deviation (MAD)	179812.5
Skewness	-0.017161241
Sum	2.497228 × 10¹¹
Variance	4.3314806 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
606945	1	< 0.1%
179292	1	< 0.1%
467244	1	< 0.1%
21140	1	< 0.1%
348376	1	< 0.1%
266930	1	< 0.1%
644028	1	< 0.1%
86378	1	< 0.1%
527011	1	< 0.1%
529114	1	< 0.1%
Other values (683778)	683778	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	< 0.1%
4	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
722694	1	< 0.1%
722693	1	< 0.1%
722692	1	< 0.1%
722691	1	< 0.1%
722690	1	< 0.1%
722689	1	< 0.1%
722688	1	< 0.1%
722687	1	< 0.1%
722686	1	< 0.1%
722685	1	< 0.1%

block_id
Real number (ℝ)

HIGH CORRELATION

Distinct	101390
Distinct (%)	14.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	313793.1

Minimum	100002
Maximum	999999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	100002
5-th percentile	107430
Q1	221556
median	319967
Q3	404624
95-th percentile	510007
Maximum	999999
Range	899997
Interquartile range (IQR)	183068

Descriptive statistics

Standard deviation	114839.02
Coefficient of variation (CV)	0.36597053
Kurtosis	-0.51238308
Mean	313793.1
Median Absolute Deviation (MAD)	91359
Skewness	0.081632776
Sum	2.1456795 × 10¹¹
Variance	1.3188002 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
204850	450	0.1%
602362	358	0.1%
208115	250	< 0.1%
506756	206	< 0.1%
233208	197	< 0.1%
340498	195	< 0.1%
111902	178	< 0.1%
302421	159	< 0.1%
501930	145	< 0.1%
340497	135	< 0.1%
Other values (101380)	681515	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100002	4	< 0.1%
100003	14	< 0.1%
100004	3	< 0.1%
100005	4	< 0.1%
100014	2	< 0.1%
100015	5	< 0.1%
100016	5	< 0.1%
100018	5	< 0.1%
100019	2	< 0.1%
100028	5	< 0.1%

Value	Count	Frequency (%)
999999	5	< 0.1%
603084	1	< 0.1%
603083	3	< 0.1%
603082	6	< 0.1%
603081	6	< 0.1%
603077	9	< 0.1%
603075	4	< 0.1%
603074	36	< 0.1%
603073	34	< 0.1%
603072	35	< 0.1%

created_at
Date

Distinct	483
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

Minimum	2015-05-19 00:00:00
Maximum	2016-10-05 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

tree_dbh
Real number (ℝ)

ZEROS

Distinct	146
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.279787

Minimum	0
Maximum	450
Zeros	17932
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	4
median	9
Q3	16
95-th percentile	28
Maximum	450
Range	450
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	8.7230423
Coefficient of variation (CV)	0.77333395
Kurtosis	46.977599
Mean	11.279787
Median Absolute Deviation (MAD)	5
Skewness	2.4294724
Sum	7712983
Variance	76.091466
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	60372	8.8%
3	54454	8.0%
2	41977	6.1%
5	41642	6.1%
11	37978	5.6%
6	36519	5.3%
7	30862	4.5%
8	30828	4.5%
10	29672	4.3%
9	28903	4.2%
Other values (136)	290581	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17932	2.6%
1	2899	0.4%
2	41977	6.1%
3	54454	8.0%
4	60372	8.8%
5	41642	6.1%
6	36519	5.3%
7	30862	4.5%
8	30828	4.5%
9	28903	4.2%

Value	Count	Frequency (%)
450	1	< 0.1%
425	1	< 0.1%
389	1	< 0.1%
318	2	< 0.1%
298	1	< 0.1%
293	1	< 0.1%
291	1	< 0.1%
282	1	< 0.1%
281	1	< 0.1%
266	1	< 0.1%

stump_diam
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	100
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.43246299

Minimum	0
Maximum	140
Zeros	666134
Zeros (%)	97.4%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	140
Range	140
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.2902407
Coefficient of variation (CV)	7.6081442
Kurtosis	145.29814
Mean	0.43246299
Median Absolute Deviation (MAD)	0
Skewness	10.36345
Sum	295713
Variance	10.825684
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	666134	97.4%
4	966	0.1%
5	939	0.1%
3	779	0.1%
6	754	0.1%
12	717	0.1%
10	716	0.1%
8	660	0.1%
14	660	0.1%
15	648	0.1%
Other values (90)	10815	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	666134	97.4%
1	106	< 0.1%
2	363	0.1%
3	779	0.1%
4	966	0.1%
5	939	0.1%
6	754	0.1%
7	612	0.1%
8	660	0.1%
9	530	0.1%

Value	Count	Frequency (%)
140	1	< 0.1%
134	1	< 0.1%
131	1	< 0.1%
125	1	< 0.1%
120	1	< 0.1%
118	1	< 0.1%
115	1	< 0.1%
109	1	< 0.1%
107	1	< 0.1%
104	1	< 0.1%

curb_loc
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

OnCurb	656896
OffsetFromCurb	26892

Length

Max length	14
Median length	6
Mean length	6.3146238
Min length	6

Characters and Unicode

Total characters	4317864
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	OnCurb
2nd row	OnCurb
3rd row	OnCurb
4th row	OnCurb
5th row	OnCurb

Common Values

Value	Count	Frequency (%)
OnCurb	656896	96.1%
OffsetFromCurb	26892	3.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
oncurb	656896	96.1%
offsetfromcurb	26892	3.9%

Most occurring characters

Value	Count	Frequency (%)
r	710680	16.5%
O	683788	15.8%
C	683788	15.8%
u	683788	15.8%
b	683788	15.8%
n	656896	15.2%
f	53784	1.2%
s	26892	0.6%
e	26892	0.6%
t	26892	0.6%
Other values (3)	80676	1.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2923396	67.7%
Uppercase Letter	1394468	32.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	710680	24.3%
u	683788	23.4%
b	683788	23.4%
n	656896	22.5%
f	53784	1.8%
s	26892	0.9%
e	26892	0.9%
t	26892	0.9%
o	26892	0.9%
m	26892	0.9%

Uppercase Letter

Value	Count	Frequency (%)
O	683788	49.0%
C	683788	49.0%
F	26892	1.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4317864	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	710680	16.5%
O	683788	15.8%
C	683788	15.8%
u	683788	15.8%
b	683788	15.8%
n	656896	15.2%
f	53784	1.2%
s	26892	0.6%
e	26892	0.6%
t	26892	0.6%
Other values (3)	80676	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4317864	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	710680	16.5%
O	683788	15.8%
C	683788	15.8%
u	683788	15.8%
b	683788	15.8%
n	656896	15.2%
f	53784	1.2%
s	26892	0.6%
e	26892	0.6%
t	26892	0.6%
Other values (3)	80676	1.9%

status
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

Alive	652173
Stump	17654
Dead	13961

Length

Max length	5
Median length	5
Mean length	4.9795829
Min length	4

Characters and Unicode

Total characters	3404979
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Alive
2nd row	Alive
3rd row	Alive
4th row	Alive
5th row	Alive

Common Values

Value	Count	Frequency (%)
Alive	652173	95.4%
Stump	17654	2.6%
Dead	13961	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
alive	652173	95.4%
stump	17654	2.6%
dead	13961	2.0%

Most occurring characters

Value	Count	Frequency (%)
e	666134	19.6%
A	652173	19.2%
l	652173	19.2%
i	652173	19.2%
v	652173	19.2%
S	17654	0.5%
t	17654	0.5%
u	17654	0.5%
m	17654	0.5%
p	17654	0.5%
Other values (3)	41883	1.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2721191	79.9%
Uppercase Letter	683788	20.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	666134	24.5%
l	652173	24.0%
i	652173	24.0%
v	652173	24.0%
t	17654	0.6%
u	17654	0.6%
m	17654	0.6%
p	17654	0.6%
a	13961	0.5%
d	13961	0.5%

Uppercase Letter

Value	Count	Frequency (%)
A	652173	95.4%
S	17654	2.6%
D	13961	2.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3404979	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	666134	19.6%
A	652173	19.2%
l	652173	19.2%
i	652173	19.2%
v	652173	19.2%
S	17654	0.5%
t	17654	0.5%
u	17654	0.5%
m	17654	0.5%
p	17654	0.5%
Other values (3)	41883	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3404979	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	666134	19.6%
A	652173	19.2%
l	652173	19.2%
i	652173	19.2%
v	652173	19.2%
S	17654	0.5%
t	17654	0.5%
u	17654	0.5%
m	17654	0.5%
p	17654	0.5%
Other values (3)	41883	1.2%

health
Categorical

HIGH CORRELATION MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	31616
Missing (%)	4.6%
Memory size	5.2 MiB

Good	528850
Fair	96504
Poor	26818

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	2608688
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Good
2nd row	Good
3rd row	Good
4th row	Good
5th row	Good

Common Values

Value	Count	Frequency (%)
Good	528850	77.3%
Fair	96504	14.1%
Poor	26818	3.9%
(Missing)	31616	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
good	528850	81.1%
fair	96504	14.8%
poor	26818	4.1%

Most occurring characters

Value	Count	Frequency (%)
o	1111336	42.6%
G	528850	20.3%
d	528850	20.3%
r	123322	4.7%
F	96504	3.7%
a	96504	3.7%
i	96504	3.7%
P	26818	1.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1956516	75.0%
Uppercase Letter	652172	25.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	1111336	56.8%
d	528850	27.0%
r	123322	6.3%
a	96504	4.9%
i	96504	4.9%

Uppercase Letter

Value	Count	Frequency (%)
G	528850	81.1%
F	96504	14.8%
P	26818	4.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2608688	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	1111336	42.6%
G	528850	20.3%
d	528850	20.3%
r	123322	4.7%
F	96504	3.7%
a	96504	3.7%
i	96504	3.7%
P	26818	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2608688	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	1111336	42.6%
G	528850	20.3%
d	528850	20.3%
r	123322	4.7%
F	96504	3.7%
a	96504	3.7%
i	96504	3.7%
P	26818	1.0%

spc_latin
Text

MISSING

Distinct	132
Distinct (%)	< 0.1%
Missing	31619
Missing (%)	4.6%
Memory size	5.2 MiB

Length

Max length	34
Median length	28
Mean length	18.051819
Min length	4

Characters and Unicode

Total characters	11772837
Distinct characters	50
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Fraxinus pennsylvanica
2nd row	Gleditsia triacanthos var. inermis
3rd row	Pyrus calleryana
4th row	Pyrus calleryana
5th row	Prunus virginiana

Value	Count	Frequency (%)
acer	88739	6.0%
x	87130	5.9%
platanus	87014	5.9%
acerifolia	87014	5.9%
quercus	82867	5.6%
var	64605	4.4%
inermis	64605	4.4%
gleditsia	64264	4.3%
triacanthos	64264	4.3%
pyrus	58931	4.0%
Other values (168)	732098	49.4%

Most occurring characters

Value	Count	Frequency (%)
a	1560128	13.3%
i	1049571	8.9%
r	993219	8.4%
s	835821	7.1%
	829362	7.0%
l	692257	5.9%
e	689988	5.9%
u	685213	5.8%
n	619786	5.3%
c	584030	5.0%
Other values (40)	3233462	27.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	10203009	86.7%
Space Separator	829362	7.0%
Uppercase Letter	664015	5.6%
Other Punctuation	76451	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1560128	15.3%
i	1049571	10.3%
r	993219	9.7%
s	835821	8.2%
l	692257	6.8%
e	689988	6.8%
u	685213	6.7%
n	619786	6.1%
c	584030	5.7%
t	539091	5.3%
Other values (16)	1953905	19.2%

Uppercase Letter

Value	Count	Frequency (%)
P	190226	28.6%
A	93024	14.0%
G	88652	13.4%
Q	82867	12.5%
T	53125	8.0%
Z	29258	4.4%
C	26340	4.0%
S	25213	3.8%
F	20379	3.1%
U	14915	2.2%
Other values (11)	40016	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	64605	84.5%
'	11846	15.5%

Space Separator

Value	Count	Frequency (%)
	829362	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10867024	92.3%
Common	905813	7.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1560128	14.4%
i	1049571	9.7%
r	993219	9.1%
s	835821	7.7%
l	692257	6.4%
e	689988	6.3%
u	685213	6.3%
n	619786	5.7%
c	584030	5.4%
t	539091	5.0%
Other values (37)	2617920	24.1%

Common

Value	Count	Frequency (%)
	829362	91.6%
.	64605	7.1%
'	11846	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11772837	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1560128	13.3%
i	1049571	8.9%
r	993219	8.4%
s	835821	7.1%
	829362	7.0%
l	692257	5.9%
e	689988	5.9%
u	685213	5.8%
n	619786	5.3%
c	584030	5.0%
Other values (40)	3233462	27.5%

spc_common
Text

MISSING

Distinct	132
Distinct (%)	< 0.1%
Missing	31619
Missing (%)	4.6%
Memory size	5.2 MiB

Length

Max length	22
Median length	20
Mean length	11.968832
Min length	3

Characters and Unicode

Total characters	7805701
Distinct characters	42
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	green ash
2nd row	honeylocust
3rd row	Callery pear
4th row	Callery pear
5th row	'Schubert' chokecherry

Value	Count	Frequency (%)
maple	88675	7.6%
london	87014	7.4%
planetree	87014	7.4%
oak	82867	7.1%
honeylocust	64264	5.5%
callery	58931	5.0%
pear	58931	5.0%
pin	53185	4.6%
linden	51267	4.4%
japanese	35774	3.1%
Other values (135)	500206	42.8%

Most occurring characters

Value	Count	Frequency (%)
e	1090341	14.0%
a	697628	8.9%
n	661863	8.5%
l	632093	8.1%
o	590406	7.6%
r	548056	7.0%
	515959	6.6%
p	390862	5.0%
t	289664	3.7%
i	261377	3.3%
Other values (32)	2127452	27.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6981119	89.4%
Space Separator	515959	6.6%
Uppercase Letter	289070	3.7%
Other Punctuation	11263	0.1%
Dash Punctuation	8290	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1090341	15.6%
a	697628	10.0%
n	661863	9.5%
l	632093	9.1%
o	590406	8.5%
r	548056	7.9%
p	390862	5.6%
t	289664	4.1%
i	261377	3.7%
y	209494	3.0%
Other values (15)	1609335	23.1%

Uppercase Letter

Value	Count	Frequency (%)
L	87014	30.1%
C	66211	22.9%
J	35774	12.4%
N	34544	12.0%
A	29293	10.1%
S	27392	9.5%
E	3915	1.4%
K	3843	1.3%
O	323	0.1%
T	317	0.1%
Other values (4)	444	0.2%

Space Separator

Value	Count	Frequency (%)
	515959	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	11263	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8290	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7270189	93.1%
Common	535512	6.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1090341	15.0%
a	697628	9.6%
n	661863	9.1%
l	632093	8.7%
o	590406	8.1%
r	548056	7.5%
p	390862	5.4%
t	289664	4.0%
i	261377	3.6%
y	209494	2.9%
Other values (29)	1898405	26.1%

Common

Value	Count	Frequency (%)
	515959	96.3%
'	11263	2.1%
-	8290	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7805701	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1090341	14.0%
a	697628	8.9%
n	661863	8.5%
l	632093	8.1%
o	590406	7.6%
r	548056	7.0%
	515959	6.6%
p	390862	5.0%
t	289664	3.7%
i	261377	3.3%
Other values (32)	2127452	27.3%

steward
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	31615
Missing (%)	4.6%
Memory size	5.2 MiB

None	487823
1or2	143557
3or4	19183
4orMore	1610

Length

Max length	7
Median length	4
Mean length	4.007406
Min length	4

Characters and Unicode

Total characters	2613522
Distinct characters	10
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None
2nd row	None
3rd row	None
4th row	None
5th row	None

Common Values

Value	Count	Frequency (%)
None	487823	71.3%
1or2	143557	21.0%
3or4	19183	2.8%
4orMore	1610	0.2%
(Missing)	31615	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	487823	74.8%
1or2	143557	22.0%
3or4	19183	2.9%
4ormore	1610	0.2%

Most occurring characters

Value	Count	Frequency (%)
o	653783	25.0%
e	489433	18.7%
N	487823	18.7%
n	487823	18.7%
r	165960	6.4%
1	143557	5.5%
2	143557	5.5%
4	20793	0.8%
3	19183	0.7%
M	1610	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1796999	68.8%
Uppercase Letter	489433	18.7%
Decimal Number	327090	12.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	653783	36.4%
e	489433	27.2%
n	487823	27.1%
r	165960	9.2%

Decimal Number

Value	Count	Frequency (%)
1	143557	43.9%
2	143557	43.9%
4	20793	6.4%
3	19183	5.9%

Uppercase Letter

Value	Count	Frequency (%)
N	487823	99.7%
M	1610	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2286432	87.5%
Common	327090	12.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	653783	28.6%
e	489433	21.4%
N	487823	21.3%
n	487823	21.3%
r	165960	7.3%
M	1610	0.1%

Common

Value	Count	Frequency (%)
1	143557	43.9%
2	143557	43.9%
4	20793	6.4%
3	19183	5.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2613522	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	653783	25.0%
e	489433	18.7%
N	487823	18.7%
n	487823	18.7%
r	165960	6.4%
1	143557	5.5%
2	143557	5.5%
4	20793	0.8%
3	19183	0.7%
M	1610	0.1%

guards
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	31616
Missing (%)	4.6%
Memory size	5.2 MiB

None	572306
Helpful	51866
Harmful	20252
Unsure	7748

Length

Max length	7
Median length	4
Mean length	4.3555044
Min length	4

Characters and Unicode

Total characters	2840538
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None
2nd row	None
3rd row	None
4th row	None
5th row	None

Common Values

Value	Count	Frequency (%)
None	572306	83.7%
Helpful	51866	7.6%
Harmful	20252	3.0%
Unsure	7748	1.1%
(Missing)	31616	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	572306	87.8%
helpful	51866	8.0%
harmful	20252	3.1%
unsure	7748	1.2%

Most occurring characters

Value	Count	Frequency (%)
e	631920	22.2%
n	580054	20.4%
N	572306	20.1%
o	572306	20.1%
l	123984	4.4%
u	79866	2.8%
H	72118	2.5%
f	72118	2.5%
p	51866	1.8%
r	28000	1.0%
Other values (4)	56000	2.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2188366	77.0%
Uppercase Letter	652172	23.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	631920	28.9%
n	580054	26.5%
o	572306	26.2%
l	123984	5.7%
u	79866	3.6%
f	72118	3.3%
p	51866	2.4%
r	28000	1.3%
a	20252	0.9%
m	20252	0.9%

Uppercase Letter

Value	Count	Frequency (%)
N	572306	87.8%
H	72118	11.1%
U	7748	1.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2840538	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	631920	22.2%
n	580054	20.4%
N	572306	20.1%
o	572306	20.1%
l	123984	4.4%
u	79866	2.8%
H	72118	2.5%
f	72118	2.5%
p	51866	1.8%
r	28000	1.0%
Other values (4)	56000	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2840538	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	631920	22.2%
n	580054	20.4%
N	572306	20.1%
o	572306	20.1%
l	123984	4.4%
u	79866	2.8%
H	72118	2.5%
f	72118	2.5%
p	51866	1.8%
r	28000	1.0%
Other values (4)	56000	2.0%

sidewalk
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	31616
Missing (%)	4.6%
Memory size	5.2 MiB

NoDamage	464978
Damage	187194

Length

Max length	8
Median length	8
Mean length	7.4259367
Min length	6

Characters and Unicode

Total characters	4842988
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NoDamage
2nd row	NoDamage
3rd row	NoDamage
4th row	NoDamage
5th row	NoDamage

Common Values

Value	Count	Frequency (%)
NoDamage	464978	68.0%
Damage	187194	27.4%
(Missing)	31616	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
nodamage	464978	71.3%
damage	187194	28.7%

Most occurring characters

Value	Count	Frequency (%)
a	1304344	26.9%
D	652172	13.5%
m	652172	13.5%
g	652172	13.5%
e	652172	13.5%
N	464978	9.6%
o	464978	9.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3725838	76.9%
Uppercase Letter	1117150	23.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1304344	35.0%
m	652172	17.5%
g	652172	17.5%
e	652172	17.5%
o	464978	12.5%

Uppercase Letter

Value	Count	Frequency (%)
D	652172	58.4%
N	464978	41.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4842988	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1304344	26.9%
D	652172	13.5%
m	652172	13.5%
g	652172	13.5%
e	652172	13.5%
N	464978	9.6%
o	464978	9.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4842988	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1304344	26.9%
D	652172	13.5%
m	652172	13.5%
g	652172	13.5%
e	652172	13.5%
N	464978	9.6%
o	464978	9.6%

user_type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

TreesCount Staff	296284
Volunteer	217518
NYC Parks Staff	169986

Length

Max length	16
Median length	15
Mean length	13.524654
Min length	9

Characters and Unicode

Total characters	9247996
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TreesCount Staff
2nd row	Volunteer
3rd row	TreesCount Staff
4th row	TreesCount Staff
5th row	TreesCount Staff

Common Values

Value	Count	Frequency (%)
TreesCount Staff	296284	43.3%
Volunteer	217518	31.8%
NYC Parks Staff	169986	24.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
staff	466270	35.3%
treescount	296284	22.4%
volunteer	217518	16.5%
nyc	169986	12.9%
parks	169986	12.9%

Most occurring characters

Value	Count	Frequency (%)
e	1027604	11.1%
t	980072	10.6%
f	932540	10.1%
r	683788	7.4%
	636256	6.9%
a	636256	6.9%
o	513802	5.6%
u	513802	5.6%
n	513802	5.6%
s	466270	5.0%
Other values (9)	2343804	25.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6655440	72.0%
Uppercase Letter	1956300	21.2%
Space Separator	636256	6.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1027604	15.4%
t	980072	14.7%
f	932540	14.0%
r	683788	10.3%
a	636256	9.6%
o	513802	7.7%
u	513802	7.7%
n	513802	7.7%
s	466270	7.0%
l	217518	3.3%

Uppercase Letter

Value	Count	Frequency (%)
C	466270	23.8%
S	466270	23.8%
T	296284	15.1%
V	217518	11.1%
N	169986	8.7%
Y	169986	8.7%
P	169986	8.7%

Space Separator

Value	Count	Frequency (%)
	636256	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8611740	93.1%
Common	636256	6.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1027604	11.9%
t	980072	11.4%
f	932540	10.8%
r	683788	7.9%
a	636256	7.4%
o	513802	6.0%
u	513802	6.0%
n	513802	6.0%
s	466270	5.4%
C	466270	5.4%
Other values (8)	1877534	21.8%

Common

Value	Count	Frequency (%)
	636256	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9247996	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1027604	11.1%
t	980072	10.6%
f	932540	10.1%
r	683788	7.4%
	636256	6.9%
a	636256	6.9%
o	513802	5.6%
u	513802	5.6%
n	513802	5.6%
s	466270	5.0%
Other values (9)	2343804	25.3%

problems
Text

MISSING

Distinct	232
Distinct (%)	< 0.1%
Missing	31664
Missing (%)	4.6%
Memory size	5.2 MiB

Length

Max length	87
Median length	4
Mean length	6.6444695
Min length	4

Characters and Unicode

Total characters	4333018
Distinct characters	25
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	45 ?
Unique (%)	< 0.1%

Sample

1st row	Stones
2nd row	BranchLights
3rd row	BranchLights
4th row	None
5th row	BranchLights

Value	Count	Frequency (%)
none	426280	65.4%
stones	95673	14.7%
branchlights	29452	4.5%
stonesbranchlights	17808	2.7%
rootother	11418	1.8%
trunkother	11143	1.7%
branchother	8352	1.3%
stonestrunkother	5183	0.8%
stonesrootother	4468	0.7%
wiresrope	4095	0.6%
Other values (222)	38252	5.9%

Most occurring characters

Value	Count	Frequency (%)
e	687971	15.9%
n	687014	15.9%
o	640197	14.8%
N	426280	9.8%
t	328039	7.6%
h	237366	5.5%
r	224795	5.2%
s	220616	5.1%
S	140410	3.2%
a	94203	2.2%
Other values (15)	646127	14.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3431416	79.2%
Uppercase Letter	901602	20.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	687971	20.0%
n	687014	20.0%
o	640197	18.7%
t	328039	9.6%
h	237366	6.9%
r	224795	6.6%
s	220616	6.4%
a	94203	2.7%
c	86720	2.5%
i	76670	2.2%
Other values (5)	147825	4.3%

Uppercase Letter

Value	Count	Frequency (%)
N	426280	47.3%
S	140410	15.6%
O	87250	9.7%
B	86720	9.6%
L	63396	7.0%
R	43596	4.8%
T	33604	3.7%
W	13274	1.5%
M	3536	0.4%
G	3536	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4333018	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	687971	15.9%
n	687014	15.9%
o	640197	14.8%
N	426280	9.8%
t	328039	7.6%
h	237366	5.5%
r	224795	5.2%
s	220616	5.1%
S	140410	3.2%
a	94203	2.2%
Other values (15)	646127	14.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4333018	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	687971	15.9%
n	687014	15.9%
o	640197	14.8%
N	426280	9.8%
t	328039	7.6%
h	237366	5.5%
r	224795	5.2%
s	220616	5.1%
S	140410	3.2%
a	94203	2.2%
Other values (15)	646127	14.9%

root_stone
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	667.9 KiB

False	543789
True	139999

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	543789	79.5%
True	139999	20.5%

root_grate
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	667.9 KiB

False	680252
True	3536

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	680252	99.5%
True	3536	0.5%

root_other
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	667.9 KiB

False	653466
True	30322

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	653466	95.6%
True	30322	4.4%

trunk_wire
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	667.9 KiB

False	670514
True	13274

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	670514	98.1%
True	13274	1.9%

trnk_light
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	667.9 KiB

False	682757
True	1031

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	682757	99.8%
True	1031	0.2%

trnk_other
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	667.9 KiB

False	651215
True	32573

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	651215	95.2%
True	32573	4.8%

brch_light
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	667.9 KiB

False	621423
True	62365

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	621423	90.9%
True	62365	9.1%

brch_shoe
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	667.9 KiB

False	683377
True	411

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	683377	99.9%
True	411	0.1%

brch_other
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	667.9 KiB

False	659433
True	24355

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	659433	96.4%
True	24355	3.6%

address
Text

Distinct	408701
Distinct (%)	59.8%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

Length

Max length	40
Median length	38
Mean length	18.023022
Min length	1

Characters and Unicode

Total characters	12323926
Distinct characters	39
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	275576 ?
Unique (%)	40.3%

Sample

1st row	76-046 164 STREET
2nd row	72-020 32 AVENUE
3rd row	153-026 119 AVENUE
4th row	89 89 STREET
5th row	559 BEACH 68 STREET

Value	Count	Frequency (%)
street	294164	13.4%
avenue	256523	11.7%
east	56810	2.6%
road	32465	1.5%
west	28418	1.3%
boulevard	26564	1.2%
place	24797	1.1%
parkway	12442	0.6%
drive	10092	0.5%
beach	7148	0.3%
Other values (29903)	1438138	65.7%

Most occurring characters

Value	Count	Frequency (%)
E	1564995	12.7%
	1503773	12.2%
T	847317	6.9%
A	680093	5.5%
R	632291	5.1%
1	625603	5.1%
0	548667	4.5%
S	538560	4.4%
N	506195	4.1%
2	422115	3.4%
Other values (29)	4454317	36.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	7205359	58.5%
Decimal Number	3375683	27.4%
Space Separator	1503773	12.2%
Dash Punctuation	238924	1.9%
Other Punctuation	187	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	1564995	21.7%
T	847317	11.8%
A	680093	9.4%
R	632291	8.8%
S	538560	7.5%
N	506195	7.0%
U	352144	4.9%
V	324424	4.5%
O	290207	4.0%
L	239144	3.3%
Other values (16)	1229989	17.1%

Decimal Number

Value	Count	Frequency (%)
1	625603	18.5%
0	548667	16.3%
2	422115	12.5%
3	307178	9.1%
4	297043	8.8%
5	287307	8.5%
6	245067	7.3%
7	225537	6.7%
8	221016	6.5%
9	196150	5.8%

Space Separator

Value	Count	Frequency (%)
	1503773	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	238924	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	187	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7205359	58.5%
Common	5118567	41.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	1564995	21.7%
T	847317	11.8%
A	680093	9.4%
R	632291	8.8%
S	538560	7.5%
N	506195	7.0%
U	352144	4.9%
V	324424	4.5%
O	290207	4.0%
L	239144	3.3%
Other values (16)	1229989	17.1%

Common

Value	Count	Frequency (%)
	1503773	29.4%
1	625603	12.2%
0	548667	10.7%
2	422115	8.2%
3	307178	6.0%
4	297043	5.8%
5	287307	5.6%
6	245067	4.8%
-	238924	4.7%
7	225537	4.4%
Other values (3)	417353	8.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12323926	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	1564995	12.7%
	1503773	12.2%
T	847317	6.9%
A	680093	5.5%
R	632291	5.1%
1	625603	5.1%
0	548667	4.5%
S	538560	4.4%
N	506195	4.1%
2	422115	3.4%
Other values (29)	4454317	36.1%

zipcode
Real number (ℝ)

HIGH CORRELATION

Distinct	191
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10916.246

Minimum	83
Maximum	11697
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	83
5-th percentile	10025
Q1	10451
median	11214
Q3	11365
95-th percentile	11432
Maximum	11697
Range	11614
Interquartile range (IQR)	914

Descriptive statistics

Standard deviation	651.55336
Coefficient of variation (CV)	0.059686577
Kurtosis	102.1138
Mean	10916.246
Median Absolute Deviation (MAD)	203
Skewness	-6.5077556
Sum	7.464398 × 10⁹
Variance	424521.79
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10312	22186	3.2%
10314	16905	2.5%
10306	13030	1.9%
10309	12650	1.8%
11234	11253	1.6%
11385	10937	1.6%
11357	9449	1.4%
11207	8634	1.3%
11434	8274	1.2%
11208	8245	1.2%
Other values (181)	562225	82.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
83	935	0.1%
10001	911	0.1%
10002	2265	0.3%
10003	2025	0.3%
10004	118	< 0.1%
10005	144	< 0.1%
10006	53	< 0.1%
10007	355	0.1%
10009	1924	0.3%
10010	889	0.1%

Value	Count	Frequency (%)
11697	30	< 0.1%
11694	3572	0.5%
11693	1169	0.2%
11692	2013	0.3%
11691	5718	0.8%
11451	12	< 0.1%
11436	2407	0.4%
11435	4595	0.7%
11434	8274	1.2%
11433	3745	0.5%

zip_city
Categorical

HIGH CORRELATION

Distinct	48
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

Brooklyn	177300
Staten Island	105318
Bronx	85203
New York	64488
Jamaica	26028
Other values (43)	225451

Length

Max length	19
Median length	16
Mean length	9.3159605
Min length	5

Characters and Unicode

Total characters	6370142
Distinct characters	46
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Fresh Meadows
2nd row	East Elmhurst
3rd row	Jamaica
4th row	Brooklyn
5th row	Arverne

Common Values

Value	Count	Frequency (%)
Brooklyn	177300	25.9%
Staten Island	105318	15.4%
Bronx	85203	12.5%
New York	64488	9.4%
Jamaica	26028	3.8%
Flushing	23389	3.4%
Ridgewood	10937	1.6%
Fresh Meadows	10441	1.5%
Queens Village	10127	1.5%
Astoria	10007	1.5%
Other values (38)	160550	23.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
brooklyn	177300	17.9%
island	108797	11.0%
staten	105318	10.6%
bronx	85203	8.6%
new	65353	6.6%
york	64488	6.5%
jamaica	26028	2.6%
flushing	23389	2.4%
park	20945	2.1%
gardens	16267	1.6%
Other values (52)	296328	29.9%

Most occurring characters

Value	Count	Frequency (%)
o	662058	10.4%
n	604433	9.5%
a	474555	7.4%
l	446198	7.0%
r	440622	6.9%
e	400969	6.3%
t	309410	4.9%
	305628	4.8%
k	294951	4.6%
s	283899	4.5%
Other values (36)	2147419	33.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5075098	79.7%
Uppercase Letter	989416	15.5%
Space Separator	305628	4.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	662058	13.0%
n	604433	11.9%
a	474555	9.4%
l	446198	8.8%
r	440622	8.7%
e	400969	7.9%
t	309410	6.1%
k	294951	5.8%
s	283899	5.6%
d	224233	4.4%
Other values (14)	933770	18.4%

Uppercase Letter

Value	Count	Frequency (%)
B	280983	28.4%
S	127448	12.9%
I	108806	11.0%
N	72633	7.3%
Y	64488	6.5%
F	49315	5.0%
R	37000	3.7%
J	29323	3.0%
H	28885	2.9%
P	24074	2.4%
Other values (11)	166461	16.8%

Space Separator

Value	Count	Frequency (%)
	305628	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6064514	95.2%
Common	305628	4.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	662058	10.9%
n	604433	10.0%
a	474555	7.8%
l	446198	7.4%
r	440622	7.3%
e	400969	6.6%
t	309410	5.1%
k	294951	4.9%
s	283899	4.7%
B	280983	4.6%
Other values (35)	1866436	30.8%

Common

Value	Count	Frequency (%)
	305628	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6370142	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	662058	10.4%
n	604433	9.5%
a	474555	7.4%
l	446198	7.0%
r	440622	6.9%
e	400969	6.3%
t	309410	4.9%
	305628	4.8%
k	294951	4.6%
s	283899	4.5%
Other values (36)	2147419	33.7%

cb_num
Real number (ℝ)

HIGH CORRELATION

Distinct	59
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	343.5054

Minimum	101
Maximum	503
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	101
5-th percentile	108
Q1	302
median	402
Q3	412
95-th percentile	503
Maximum	503
Range	402
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	115.7406
Coefficient of variation (CV)	0.33693968
Kurtosis	-0.51111783
Mean	343.5054
Median Absolute Deviation (MAD)	92
Skewness	-0.56103898
Sum	2.3488487 × 10⁸
Variance	13395.887
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
503	53934	7.9%
413	37017	5.4%
407	30620	4.5%
411	28071	4.1%
412	26379	3.9%
502	25717	3.8%
501	25667	3.8%
408	20383	3.0%
405	19550	2.9%
318	19319	2.8%
Other values (49)	397131	58.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	2397	0.4%
102	5019	0.7%
103	4939	0.7%
104	4704	0.7%
105	2156	0.3%
106	5061	0.7%
107	8814	1.3%
108	9269	1.4%
109	4987	0.7%
110	5962	0.9%

Value	Count	Frequency (%)
503	53934	7.9%
502	25717	3.8%
501	25667	3.8%
414	12412	1.8%
413	37017	5.4%
412	26379	3.9%
411	28071	4.1%
410	15224	2.2%
409	11481	1.7%
408	20383	3.0%

borocode
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

4	250551
3	177293
5	105318
2	85203
1	65423

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	683788
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	4
3rd row	4
4th row	3
5th row	4

Common Values

Value	Count	Frequency (%)
4	250551	36.6%
3	177293	25.9%
5	105318	15.4%
2	85203	12.5%
1	65423	9.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	250551	36.6%
3	177293	25.9%
5	105318	15.4%
2	85203	12.5%
1	65423	9.6%

Most occurring characters

Value	Count	Frequency (%)
4	250551	36.6%
3	177293	25.9%
5	105318	15.4%
2	85203	12.5%
1	65423	9.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	683788	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	250551	36.6%
3	177293	25.9%
5	105318	15.4%
2	85203	12.5%
1	65423	9.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	683788	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	250551	36.6%
3	177293	25.9%
5	105318	15.4%
2	85203	12.5%
1	65423	9.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	683788	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	250551	36.6%
3	177293	25.9%
5	105318	15.4%
2	85203	12.5%
1	65423	9.6%

boroname
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

Queens	250551
Brooklyn	177293
Staten Island	105318
Bronx	85203
Manhattan	65423

Length

Max length	13
Median length	9
Mean length	7.7591388
Min length	5

Characters and Unicode

Total characters	5305606
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Queens
2nd row	Queens
3rd row	Queens
4th row	Brooklyn
5th row	Queens

Common Values

Value	Count	Frequency (%)
Queens	250551	36.6%
Brooklyn	177293	25.9%
Staten Island	105318	15.4%
Bronx	85203	12.5%
Manhattan	65423	9.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
queens	250551	31.8%
brooklyn	177293	22.5%
staten	105318	13.3%
island	105318	13.3%
bronx	85203	10.8%
manhattan	65423	8.3%

Most occurring characters

Value	Count	Frequency (%)
n	854529	16.1%
e	606420	11.4%
o	439789	8.3%
a	406905	7.7%
s	355869	6.7%
t	341482	6.4%
l	282611	5.3%
B	262496	4.9%
r	262496	4.9%
Q	250551	4.7%
Other values (10)	1242458	23.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4411182	83.1%
Uppercase Letter	789106	14.9%
Space Separator	105318	2.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	854529	19.4%
e	606420	13.7%
o	439789	10.0%
a	406905	9.2%
s	355869	8.1%
t	341482	7.7%
l	282611	6.4%
r	262496	6.0%
u	250551	5.7%
y	177293	4.0%
Other values (4)	433237	9.8%

Uppercase Letter

Value	Count	Frequency (%)
B	262496	33.3%
Q	250551	31.8%
S	105318	13.3%
I	105318	13.3%
M	65423	8.3%

Space Separator

Value	Count	Frequency (%)
	105318	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5200288	98.0%
Common	105318	2.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	854529	16.4%
e	606420	11.7%
o	439789	8.5%
a	406905	7.8%
s	355869	6.8%
t	341482	6.6%
l	282611	5.4%
B	262496	5.0%
r	262496	5.0%
Q	250551	4.8%
Other values (9)	1137140	21.9%

Common

Value	Count	Frequency (%)
	105318	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5305606	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	854529	16.1%
e	606420	11.4%
o	439789	8.3%
a	406905	7.7%
s	355869	6.7%
t	341482	6.4%
l	282611	5.3%
B	262496	4.9%
r	262496	4.9%
Q	250551	4.7%
Other values (10)	1242458	23.4%

cncldist
Real number (ℝ)

HIGH CORRELATION

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.943181

Minimum	1
Maximum	51
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	19
median	30
Q3	43
95-th percentile	51
Maximum	51
Range	50
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	14.328531
Coefficient of variation (CV)	0.47852401
Kurtosis	-1.0505651
Mean	29.943181
Median Absolute Deviation (MAD)	12
Skewness	-0.10899332
Sum	20474788
Variance	205.30681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51	51236	7.5%
19	34429	5.0%
50	33035	4.8%
23	30743	4.5%
31	23161	3.4%
49	21047	3.1%
27	20116	2.9%
32	19508	2.9%
24	18993	2.8%
30	18551	2.7%
Other values (41)	412969	60.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5694	0.8%
2	5564	0.8%
3	8631	1.3%
4	8521	1.2%
5	4982	0.7%
6	8050	1.2%
7	6572	1.0%
8	7293	1.1%
9	8213	1.2%
10	6501	1.0%

Value	Count	Frequency (%)
51	51236	7.5%
50	33035	4.8%
49	21047	3.1%
48	11786	1.7%
47	9259	1.4%
46	16913	2.5%
45	11758	1.7%
44	11659	1.7%
43	13196	1.9%
42	13117	1.9%

st_assem
Real number (ℝ)

HIGH CORRELATION

Distinct	65
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.791583

Minimum	23
Maximum	87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	23
5-th percentile	24
Q1	33
median	52
Q3	64
95-th percentile	83
Maximum	87
Range	64
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	18.96652
Coefficient of variation (CV)	0.37341856
Kurtosis	-1.1675283
Mean	50.791583
Median Absolute Deviation (MAD)	16
Skewness	0.15900702
Sum	34730675
Variance	359.72888
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	46002	6.7%
26	27763	4.1%
64	22922	3.4%
63	21883	3.2%
25	21514	3.1%
33	20927	3.1%
61	17669	2.6%
24	17643	2.6%
23	17615	2.6%
29	17572	2.6%
Other values (55)	452278	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23	17615	2.6%
24	17643	2.6%
25	21514	3.1%
26	27763	4.1%
27	14853	2.2%
28	13789	2.0%
29	17572	2.6%
30	11689	1.7%
31	14451	2.1%
32	13443	2.0%

Value	Count	Frequency (%)
87	7428	1.1%
86	5530	0.8%
85	6543	1.0%
84	8253	1.2%
83	8808	1.3%
82	12887	1.9%
81	8537	1.2%
80	9314	1.4%
79	7083	1.0%
78	5182	0.8%

st_senate
Real number (ℝ)

HIGH CORRELATION

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.615781

Minimum	10
Maximum	36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	10
5-th percentile	10
Q1	14
median	21
Q3	25
95-th percentile	34
Maximum	36
Range	26
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	7.3908438
Coefficient of variation (CV)	0.35850418
Kurtosis	-0.94839788
Mean	20.615781
Median Absolute Deviation (MAD)	6
Skewness	0.29937187
Sum	14096824
Variance	54.624573
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
24	87241	12.8%
11	67705	9.9%
15	44624	6.5%
14	38351	5.6%
10	35044	5.1%
34	31066	4.5%
19	29083	4.3%
22	27179	4.0%
23	25401	3.7%
16	24146	3.5%
Other values (16)	273948	40.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	35044	5.1%
11	67705	9.9%
12	21847	3.2%
13	18827	2.8%
14	38351	5.6%
15	44624	6.5%
16	24146	3.5%
17	22225	3.3%
18	20603	3.0%
19	29083	4.3%

Value	Count	Frequency (%)
36	14544	2.1%
34	31066	4.5%
33	14462	2.1%
32	15915	2.3%
31	12898	1.9%
30	13929	2.0%
29	14285	2.1%
28	13195	1.9%
27	13685	2.0%
26	16456	2.4%

nta
Text

Distinct	188
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	2735152
Distinct characters	18
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	QN37
2nd row	QN28
3rd row	QN76
4th row	BK31
5th row	QN12

Value	Count	Frequency (%)
si01	12969	1.9%
si54	10734	1.6%
qn46	9780	1.4%
bk82	9607	1.4%
si32	9251	1.4%
si05	8446	1.2%
si11	8216	1.2%
qn17	7701	1.1%
qn49	7620	1.1%
bk45	7449	1.1%
Other values (178)	592015	86.6%

Most occurring characters

Value	Count	Frequency (%)
N	316193	11.6%
B	262277	9.6%
Q	250524	9.2%
3	187685	6.9%
2	182588	6.7%
K	177320	6.5%
4	174978	6.4%
1	167614	6.1%
5	160168	5.9%
0	138820	5.1%
Other values (8)	716985	26.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1367576	50.0%
Decimal Number	1367576	50.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	187685	13.7%
2	182588	13.4%
4	174978	12.8%
1	167614	12.3%
5	160168	11.7%
0	138820	10.2%
7	104302	7.6%
6	97530	7.1%
8	97514	7.1%
9	56377	4.1%

Uppercase Letter

Value	Count	Frequency (%)
N	316193	23.1%
B	262277	19.2%
Q	250524	18.3%
K	177320	13.0%
S	105318	7.7%
I	105318	7.7%
X	84957	6.2%
M	65669	4.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1367576	50.0%
Common	1367576	50.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	187685	13.7%
2	182588	13.4%
4	174978	12.8%
1	167614	12.3%
5	160168	11.7%
0	138820	10.2%
7	104302	7.6%
6	97530	7.1%
8	97514	7.1%
9	56377	4.1%

Latin

Value	Count	Frequency (%)
N	316193	23.1%
B	262277	19.2%
Q	250524	18.3%
K	177320	13.0%
S	105318	7.7%
I	105318	7.7%
X	84957	6.2%
M	65669	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2735152	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	316193	11.6%
B	262277	9.6%
Q	250524	9.2%
3	187685	6.9%
2	182588	6.7%
K	177320	6.5%
4	174978	6.4%
1	167614	6.1%
5	160168	5.9%
0	138820	5.1%
Other values (8)	716985	26.2%

nta_name
Text

Distinct	188
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

Length

Max length	56
Median length	39
Mean length	19.836797
Min length	6

Characters and Unicode

Total characters	13564164
Distinct characters	55
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Kew Gardens Hills
2nd row	Jackson Heights
3rd row	Baisley Park
4th row	Bay Ridge
5th row	Hammels-Arverne-Edgemere

Value	Count	Frequency (%)
park	55089	3.7%
east	49319	3.3%
heights	48397	3.2%
hill	34811	2.3%
new	34005	2.3%
south	30523	2.0%
north	29852	2.0%
beach	29126	2.0%
hills	28352	1.9%
village	26269	1.8%
Other values (250)	1126691	75.5%

Most occurring characters

Value	Count	Frequency (%)
e	1215359	9.0%
a	963637	7.1%
l	880073	6.5%
o	853763	6.3%
	808646	6.0%
r	804239	5.9%
i	767966	5.7%
n	738160	5.4%
t	732792	5.4%
s	708887	5.2%
Other values (45)	5090642	37.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	10289513	75.9%
Uppercase Letter	1967877	14.5%
Space Separator	808646	6.0%
Dash Punctuation	459153	3.4%
Other Punctuation	32993	0.2%
Open Punctuation	2991	< 0.1%
Close Punctuation	2991	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1215359	11.8%
a	963637	9.4%
l	880073	8.6%
o	853763	8.3%
r	804239	7.8%
i	767966	7.5%
n	738160	7.2%
t	732792	7.1%
s	708887	6.9%
d	403036	3.9%
Other values (15)	2221601	21.6%

Uppercase Letter

Value	Count	Frequency (%)
H	254261	12.9%
B	226733	11.5%
S	160874	8.2%
P	154900	7.9%
C	127859	6.5%
M	108390	5.5%
G	96399	4.9%
E	95949	4.9%
N	95605	4.9%
W	94221	4.8%
Other values (14)	552686	28.1%

Other Punctuation

Value	Count	Frequency (%)
'	16745	50.8%
.	16248	49.2%

Space Separator

Value	Count	Frequency (%)
	808646	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	459153	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2991	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2991	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12257390	90.4%
Common	1306774	9.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1215359	9.9%
a	963637	7.9%
l	880073	7.2%
o	853763	7.0%
r	804239	6.6%
i	767966	6.3%
n	738160	6.0%
t	732792	6.0%
s	708887	5.8%
d	403036	3.3%
Other values (39)	4189478	34.2%

Common

Value	Count	Frequency (%)
	808646	61.9%
-	459153	35.1%
'	16745	1.3%
.	16248	1.2%
(	2991	0.2%
)	2991	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13564164	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1215359	9.0%
a	963637	7.1%
l	880073	6.5%
o	853763	6.3%
	808646	6.0%
r	804239	5.9%
i	767966	5.7%
n	738160	5.4%
t	732792	5.4%
s	708887	5.2%
Other values (45)	5090642	37.5%

boro_ct
Real number (ℝ)

HIGH CORRELATION

Distinct	2152
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3404914.1

Minimum	1000201
Maximum	5032300
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	1000201
5-th percentile	1015700
Q1	3011700
median	4008100
Q3	4103202
95-th percentile	5019800
Maximum	5032300
Range	4032099
Interquartile range (IQR)	1091502

Descriptive statistics

Standard deviation	1175863.4
Coefficient of variation (CV)	0.34534305
Kurtosis	-0.53896426
Mean	3404914.1
Median Absolute Deviation (MAD)	964100
Skewness	-0.55026943
Sum	2.3282394 × 10¹²
Variance	1.3826548 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5020801	3776	0.6%
5017600	3245	0.5%
5020803	2749	0.4%
5020804	2723	0.4%
5019800	2620	0.4%
5022600	2452	0.4%
5017005	2402	0.4%
4089200	2399	0.4%
5024401	2392	0.3%
5017010	2269	0.3%
Other values (2142)	656761	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1000201	70	< 0.1%
1000202	217	< 0.1%
1000600	187	< 0.1%
1000700	144	< 0.1%
1000800	288	< 0.1%
1000900	83	< 0.1%
1001001	24	< 0.1%
1001002	56	< 0.1%
1001200	111	< 0.1%
1001300	94	< 0.1%

Value	Count	Frequency (%)
5032300	114	< 0.1%
5031902	511	0.1%
5031901	393	0.1%
5030302	769	0.1%
5030301	572	0.1%
5029104	1294	0.2%
5029103	1636	0.2%
5029102	752	0.1%
5027900	416	0.1%
5027706	529	0.1%

state
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

New York	683788

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	5470304
Distinct characters	8
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	New York
2nd row	New York
3rd row	New York
4th row	New York
5th row	New York

Common Values

Value	Count	Frequency (%)
New York	683788	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
new	683788	50.0%
york	683788	50.0%

Most occurring characters

Value	Count	Frequency (%)
N	683788	12.5%
e	683788	12.5%
w	683788	12.5%
	683788	12.5%
Y	683788	12.5%
o	683788	12.5%
r	683788	12.5%
k	683788	12.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3418940	62.5%
Uppercase Letter	1367576	25.0%
Space Separator	683788	12.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	683788	20.0%
w	683788	20.0%
o	683788	20.0%
r	683788	20.0%
k	683788	20.0%

Uppercase Letter

Value	Count	Frequency (%)
N	683788	50.0%
Y	683788	50.0%

Space Separator

Value	Count	Frequency (%)
	683788	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4786516	87.5%
Common	683788	12.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	683788	14.3%
e	683788	14.3%
w	683788	14.3%
Y	683788	14.3%
o	683788	14.3%
r	683788	14.3%
k	683788	14.3%

Common

Value	Count	Frequency (%)
	683788	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5470304	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	683788	12.5%
e	683788	12.5%
w	683788	12.5%
	683788	12.5%
Y	683788	12.5%
o	683788	12.5%
r	683788	12.5%
k	683788	12.5%

latitude
Real number (ℝ)

HIGH CORRELATION

Distinct	676080
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.701261

Minimum	40.498466
Maximum	40.912918
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	40.498466
5-th percentile	40.548447
Q1	40.631928
median	40.700612
Q3	40.762228
95-th percentile	40.856407
Maximum	40.912918
Range	0.41445217
Interquartile range (IQR)	0.13029949

Descriptive statistics

Standard deviation	0.090311355
Coefficient of variation (CV)	0.0022188834
Kurtosis	-0.63383411
Mean	40.701261
Median Absolute Deviation (MAD)	0.0650372
Skewness	0.062738079
Sum	27831034
Variance	0.0081561409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.66035938	35	< 0.1%
40.61097709	28	< 0.1%
40.61596593	17	< 0.1%
40.689461	17	< 0.1%
40.77849693	11	< 0.1%
40.66036234	9	< 0.1%
40.8830341	9	< 0.1%
40.85571674	8	< 0.1%
40.7715108	8	< 0.1%
40.78750377	7	< 0.1%
Other values (676070)	683639	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40.49846614	1	< 0.1%
40.49847126	1	< 0.1%
40.49850958	1	< 0.1%
40.49854295	1	< 0.1%
40.4985987	1	< 0.1%
40.49874956	1	< 0.1%
40.49879352	1	< 0.1%
40.49881226	1	< 0.1%
40.49881678	1	< 0.1%
40.49887148	1	< 0.1%

Value	Count	Frequency (%)
40.91291831	1	< 0.1%
40.91280676	1	< 0.1%
40.91271785	1	< 0.1%
40.91261439	1	< 0.1%
40.91260541	1	< 0.1%
40.9124346	1	< 0.1%
40.91236829	1	< 0.1%
40.91220869	1	< 0.1%
40.91217396	1	< 0.1%
40.91215184	1	< 0.1%

longitude
Real number (ℝ)

HIGH CORRELATION

Distinct	677101
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-73.92406

Minimum	-74.254965
Maximum	-73.700488
Zeros	0
Zeros (%)	0.0%
Negative	683788
Negative (%)	100.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	-74.254965
5-th percentile	-74.169931
Q1	-73.9805
median	-73.912911
Q3	-73.83491
95-th percentile	-73.744469
Maximum	-73.700488
Range	0.55447653
Interquartile range (IQR)	0.1455898

Descriptive statistics

Standard deviation	0.12358346
Coefficient of variation (CV)	-0.0016717623
Kurtosis	-0.11879602
Mean	-73.92406
Median Absolute Deviation (MAD)	0.071501375
Skewness	-0.61207924
Sum	-50548385
Variance	0.015272871
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-73.76103529	35	< 0.1%
-74.15686098	29	< 0.1%
-73.75274984	17	< 0.1%
-73.95680062	17	< 0.1%
-73.79764749	11	< 0.1%
-73.90045375	9	< 0.1%
-73.76106931	9	< 0.1%
-73.91441448	8	< 0.1%
-73.91666671	8	< 0.1%
-73.85143651	7	< 0.1%
Other values (677091)	683638	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-74.2549647	1	< 0.1%
-74.25489452	1	< 0.1%
-74.25487627	1	< 0.1%
-74.25485662	1	< 0.1%
-74.25483416	1	< 0.1%
-74.25479222	1	< 0.1%
-74.25477504	1	< 0.1%
-74.2547486	1	< 0.1%
-74.25472217	1	< 0.1%
-74.25469573	1	< 0.1%

Value	Count	Frequency (%)
-73.70048817	1	< 0.1%
-73.70059248	1	< 0.1%
-73.70059368	1	< 0.1%
-73.70059651	1	< 0.1%
-73.70060124	1	< 0.1%
-73.7006054	1	< 0.1%
-73.70060622	1	< 0.1%
-73.70061034	1	< 0.1%
-73.70062065	1	< 0.1%
-73.70064005	1	< 0.1%

x_sp
Real number (ℝ)

HIGH CORRELATION

Distinct	681630
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1005279.9

Minimum	913349.27
Maximum	1067247.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	913349.27
5-th percentile	937034.4
Q1	989657.84
median	1008386.2
Q3	1029991.3
95-th percentile	1055117.1
Maximum	1067247.6
Range	153898.36
Interquartile range (IQR)	40333.437

Descriptive statistics

Standard deviation	34285.054
Coefficient of variation (CV)	0.034104985
Kurtosis	-0.11379428
Mean	1005279.9
Median Absolute Deviation (MAD)	19812.179
Skewness	-0.61435668
Sum	6.8739831 × 10¹¹
Variance	1.175465 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1050549.648	35	< 0.1%
940697.4014	28	< 0.1%
996243.4593	17	< 0.1%
1052818.477	17	< 0.1%
1040292.358	11	< 0.1%
1014131.162	9	< 0.1%
1050540.207	9	< 0.1%
1011776.478	9	< 0.1%
1007955.765	8	< 0.1%
1007302.748	8	< 0.1%
Other values (681620)	683637	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
913349.2661	1	< 0.1%
913368.6477	1	< 0.1%
913373.6867	1	< 0.1%
913379.1135	1	< 0.1%
913385.3156	1	< 0.1%
913396.8953	1	< 0.1%
913401.6387	1	< 0.1%
913408.9363	1	< 0.1%
913416.2338	1	< 0.1%
913423.5311	1	< 0.1%

Value	Count	Frequency (%)
1067247.624	1	< 0.1%
1067220.126	1	< 0.1%
1067219.309	1	< 0.1%
1067218.901	1	< 0.1%
1067217.945	1	< 0.1%
1067216.745	1	< 0.1%
1067215.32	1	< 0.1%
1067214.942	1	< 0.1%
1067212.348	1	< 0.1%
1067206.751	1	< 0.1%

y_sp
Real number (ℝ)

HIGH CORRELATION

Distinct	682632
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	194798.42

Minimum	120973.79
Maximum	271894.09
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.2 MiB

Quantile statistics

Minimum	120973.79
5-th percentile	139145.45
Q1	169515.15
median	194560.25
Q3	217019.57
95-th percentile	251311.16
Maximum	271894.09
Range	150920.3
Interquartile range (IQR)	47504.418

Descriptive statistics

Standard deviation	32902.061
Coefficient of variation (CV)	0.16890312
Kurtosis	-0.63530824
Mean	194798.42
Median Absolute Deviation (MAD)	23708.383
Skewness	0.062752468
Sum	1.3320083 × 10¹¹
Variance	1.0825456 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
179953.5509	35	< 0.1%
161910.8114	28	< 0.1%
190562.4395	17	< 0.1%
163692.3397	17	< 0.1%
222968.9875	11	< 0.1%
261006.6421	9	< 0.1%
179954.6024	9	< 0.1%
251049.181	8	< 0.1%
220370.5573	8	< 0.1%
202587.9351	7	< 0.1%
Other values (682622)	683639	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
120973.7922	1	< 0.1%
120974.9307	1	< 0.1%
120989.6301	1	< 0.1%
121001.0648	1	< 0.1%
121021.3909	1	< 0.1%
121077.124	1	< 0.1%
121093.1548	1	< 0.1%
121098.6109	1	< 0.1%
121100.9996	1	< 0.1%
121122.1262	1	< 0.1%

Value	Count	Frequency (%)
271894.0921	1	< 0.1%
271853.4435	1	< 0.1%
271821.042	1	< 0.1%
271783.3394	1	< 0.1%
271780.3538	1	< 0.1%
271718.4015	1	< 0.1%
271694.1909	1	< 0.1%
271635.8193	1	< 0.1%
271623.217	1	< 0.1%
271615.2311	1	< 0.1%

Auto

Heatmap
Table

	block_id	boro_ct	borocode	boroname	brch_light	brch_other	brch_shoe	cb_num	cncldist	curb_loc	guards	health	latitude	longitude	root_grate	root_other	root_stone	sidewalk	st_assem	st_senate	status	steward	stump_diam	tree_dbh	trnk_light	trnk_other	trunk_wire	user_type	x_sp	y_sp	zip_city	zipcode	ï»¿tree_id
block_id	1.000	0.400	0.996	0.996	0.111	0.128	0.014	0.412	0.053	0.096	0.208	0.034	0.075	0.121	0.149	0.078	0.146	0.094	0.174	0.132	0.033	0.155	0.008	-0.005	0.030	0.087	0.036	0.351	0.121	0.076	0.814	-0.025	0.082
boro_ct	0.400	1.000	0.999	0.999	0.114	0.127	0.014	0.952	0.557	0.047	0.211	0.033	-0.512	0.041	0.149	0.078	0.146	0.088	-0.486	-0.529	0.033	0.155	0.011	0.080	0.030	0.086	0.037	0.361	0.041	-0.512	0.893	0.265	0.201
borocode	0.996	0.999	1.000	1.000	0.110	0.127	0.014	0.963	0.593	0.047	0.207	0.033	-0.549	-0.026	0.149	0.078	0.145	0.088	-0.483	-0.534	0.033	0.153	0.010	0.077	0.030	0.087	0.035	0.353	-0.026	-0.549	1.000	0.279	0.203
boroname	0.996	0.999	1.000	1.000	0.110	0.127	0.014	0.853	0.371	0.047	0.207	0.033	-0.430	-0.092	0.149	0.078	0.145	0.088	-0.397	-0.454	0.033	0.153	0.005	0.048	0.030	0.087	0.035	0.353	-0.091	-0.430	1.000	0.089	0.111
brch_light	0.111	0.114	0.110	0.110	1.000	0.003	0.009	0.067	0.029	0.042	0.054	0.025	-0.012	0.061	0.011	0.058	0.143	0.110	-0.061	-0.074	0.070	0.038	-0.052	0.174	0.063	0.049	0.175	0.063	0.062	-0.012	0.169	0.087	0.011
brch_other	0.128	0.127	0.127	0.127	0.003	1.000	0.012	-0.104	-0.067	0.006	0.070	0.152	0.050	-0.033	0.039	0.165	0.059	0.051	0.047	0.057	0.042	0.070	-0.031	0.014	0.012	0.230	0.032	0.137	-0.033	0.050	0.136	-0.055	-0.083
brch_shoe	0.014	0.014	0.014	0.014	0.009	0.012	1.000	-0.016	-0.008	0.002	0.002	0.007	0.009	-0.003	0.003	0.009	0.017	0.009	0.009	0.008	0.005	0.000	-0.004	0.011	0.004	0.014	0.004	0.012	-0.003	0.009	0.017	-0.005	-0.009
cb_num	0.412	0.952	0.963	0.853	0.067	-0.104	-0.016	1.000	0.599	0.047	0.210	0.033	-0.599	0.041	0.149	0.080	0.145	0.089	-0.485	-0.535	0.034	0.156	0.015	0.090	0.031	0.087	0.037	0.372	0.041	-0.599	0.894	0.312	0.242
cncldist	0.053	0.557	0.593	0.371	0.029	-0.067	-0.008	0.599	1.000	0.054	0.216	0.037	-0.929	-0.519	0.178	0.086	0.136	0.081	-0.108	-0.124	0.030	0.170	-0.004	0.043	0.029	0.093	0.043	0.381	-0.518	-0.929	0.719	0.018	0.135
curb_loc	0.096	0.047	0.047	0.047	0.042	0.006	0.002	0.047	0.054	1.000	0.035	0.006	-0.009	0.014	0.010	0.014	0.032	0.066	-0.025	-0.030	0.009	0.021	0.008	-0.044	0.000	0.000	0.015	0.026	0.014	-0.009	0.094	0.029	0.020
guards	0.208	0.211	0.207	0.207	0.054	0.070	0.002	0.210	0.216	0.035	1.000	0.021	-0.086	0.139	0.055	0.088	0.093	0.048	-0.144	-0.166	1.000	0.324	NaN	0.084	0.032	0.060	0.014	0.168	0.139	-0.086	0.220	0.172	0.133
health	0.034	0.033	0.033	0.033	0.025	0.152	0.007	0.033	0.037	0.006	0.021	1.000	0.002	0.009	0.023	0.054	0.030	0.020	-0.001	-0.004	1.000	0.008	NaN	-0.007	0.008	0.135	0.028	0.025	0.009	0.002	0.074	0.002	0.072
latitude	0.075	-0.512	-0.549	-0.430	-0.012	0.050	0.009	-0.599	-0.929	-0.009	-0.086	0.002	1.000	0.511	0.080	0.059	0.114	0.079	0.153	0.165	0.026	0.061	0.000	-0.035	0.016	0.072	0.032	0.286	0.510	1.000	0.585	-0.028	-0.136
longitude	0.121	0.041	-0.026	-0.092	0.061	-0.033	-0.003	0.041	-0.519	0.014	0.139	0.009	0.511	1.000	0.085	0.081	0.155	0.092	-0.554	-0.551	0.027	0.136	0.028	0.080	0.021	0.092	0.031	0.378	1.000	0.511	0.636	0.714	0.192
root_grate	0.149	0.149	0.149	0.149	0.011	0.039	0.003	0.149	0.178	0.010	0.055	0.023	0.080	0.085	1.000	0.023	0.015	0.001	0.064	0.060	0.016	0.016	-0.012	-0.008	0.035	0.037	0.007	0.061	-0.040	0.049	0.153	-0.078	-0.045
root_other	0.078	0.078	0.078	0.078	0.058	0.165	0.009	0.080	0.086	0.014	0.088	0.054	0.059	0.081	0.023	1.000	0.056	0.088	0.020	0.031	0.047	0.023	-0.035	0.089	0.018	0.204	0.050	0.104	-0.017	0.039	0.101	-0.021	-0.068
root_stone	0.146	0.146	0.145	0.145	0.143	0.059	0.017	0.145	0.136	0.032	0.093	0.030	0.114	0.155	0.015	0.056	1.000	0.344	-0.045	-0.031	0.112	0.106	-0.083	0.337	0.008	0.079	0.051	0.169	0.024	0.050	0.197	0.072	-0.031
sidewalk	0.094	0.088	0.088	0.088	0.110	0.051	0.009	0.089	0.081	0.066	0.048	0.020	0.079	0.092	0.001	0.088	0.344	1.000	0.008	0.004	1.000	0.057	NaN	-0.253	0.000	0.065	0.035	0.083	0.001	-0.007	0.131	-0.034	0.001
st_assem	0.174	-0.486	-0.483	-0.397	-0.061	0.047	0.009	-0.485	-0.108	-0.025	-0.144	-0.001	0.153	-0.554	0.064	0.020	-0.045	0.008	1.000	0.912	0.037	0.120	-0.032	-0.129	0.027	0.078	0.042	0.329	-0.554	0.152	0.670	-0.838	-0.219
st_senate	0.132	-0.529	-0.534	-0.454	-0.074	0.057	0.008	-0.535	-0.124	-0.030	-0.166	-0.004	0.165	-0.551	0.060	0.031	-0.031	0.004	0.912	1.000	0.038	0.149	-0.028	-0.123	0.027	0.071	0.033	0.299	-0.552	0.165	0.628	-0.792	-0.247
status	0.033	0.033	0.033	0.033	0.070	0.042	0.005	0.034	0.030	0.009	1.000	1.000	0.026	0.027	0.016	0.047	0.112	1.000	0.037	0.038	1.000	1.000	0.755	-0.290	0.008	0.049	0.031	0.008	0.020	0.012	0.043	0.018	-0.010
steward	0.155	0.155	0.153	0.153	0.038	0.070	0.000	0.156	0.170	0.021	0.324	0.008	0.061	0.136	0.016	0.023	0.106	0.057	0.120	0.149	1.000	1.000	NaN	0.246	0.034	0.036	0.013	0.152	0.124	-0.033	0.172	0.119	0.141
stump_diam	0.008	0.011	0.010	0.005	-0.052	-0.031	-0.004	0.015	-0.004	0.008	NaN	NaN	0.000	0.028	-0.012	-0.035	-0.083	NaN	-0.032	-0.028	0.755	NaN	1.000	-0.275	0.003	0.025	0.016	0.013	0.028	0.000	0.021	0.037	0.002
tree_dbh	-0.005	0.080	0.077	0.048	0.174	0.014	0.011	0.090	0.043	-0.044	0.084	-0.007	-0.035	0.080	-0.008	0.089	0.337	-0.253	-0.129	-0.123	-0.290	0.246	-0.275	1.000	0.000	0.001	0.006	0.006	0.080	-0.035	0.007	0.119	0.087
trnk_light	0.030	0.030	0.030	0.030	0.063	0.012	0.004	0.031	0.029	0.000	0.032	0.008	0.016	0.021	0.035	0.018	0.008	0.000	0.027	0.027	0.008	0.034	0.003	0.000	1.000	0.010	0.048	0.020	-0.011	0.011	0.035	-0.015	-0.014
trnk_other	0.087	0.086	0.087	0.087	0.049	0.230	0.014	0.087	0.093	0.000	0.060	0.135	0.072	0.092	0.037	0.204	0.079	0.065	0.078	0.071	0.049	0.036	0.025	0.001	0.010	1.000	0.042	0.154	-0.010	0.046	0.153	-0.012	-0.065
trunk_wire	0.036	0.037	0.035	0.035	0.175	0.032	0.004	0.037	0.043	0.015	0.014	0.028	0.032	0.031	0.007	0.050	0.051	0.035	0.042	0.033	0.031	0.013	0.016	0.006	0.048	0.042	1.000	0.048	0.011	0.002	0.051	0.020	-0.010
user_type	0.351	0.361	0.353	0.353	0.063	0.137	0.012	0.372	0.381	0.026	0.168	0.025	0.286	0.378	0.061	0.104	0.169	0.083	0.329	0.299	0.008	0.152	0.013	0.006	0.020	0.154	0.048	1.000	0.049	0.240	0.450	0.100	-0.258
x_sp	0.121	0.041	-0.026	-0.091	0.062	-0.033	-0.003	0.041	-0.518	0.014	0.139	0.009	0.510	1.000	-0.040	-0.017	0.024	0.001	-0.554	-0.552	0.020	0.124	0.028	0.080	-0.011	-0.010	0.011	0.049	1.000	0.511	0.636	0.715	0.192
y_sp	0.076	-0.512	-0.549	-0.430	-0.012	0.050	0.009	-0.599	-0.929	-0.009	-0.086	0.002	1.000	0.511	0.049	0.039	0.050	-0.007	0.152	0.165	0.012	-0.033	0.000	-0.035	0.011	0.046	0.002	0.240	0.511	1.000	0.585	-0.027	-0.136
zip_city	0.814	0.893	1.000	1.000	0.169	0.136	0.017	0.894	0.719	0.094	0.220	0.074	0.585	0.636	0.153	0.101	0.197	0.131	0.670	0.628	0.043	0.172	0.021	0.007	0.035	0.153	0.051	0.450	0.636	0.585	1.000	-0.090	0.073
zipcode	-0.025	0.265	0.279	0.089	0.087	-0.055	-0.005	0.312	0.018	0.029	0.172	0.002	-0.028	0.714	-0.078	-0.021	0.072	-0.034	-0.838	-0.792	0.018	0.119	0.037	0.119	-0.015	-0.012	0.020	0.100	0.715	-0.027	-0.090	1.000	0.267
ï»¿tree_id	0.082	0.201	0.203	0.111	0.011	-0.083	-0.009	0.242	0.135	0.020	0.133	0.072	-0.136	0.192	-0.045	-0.068	-0.031	0.001	-0.219	-0.247	-0.010	0.141	0.002	0.087	-0.014	-0.065	-0.010	-0.258	0.192	-0.136	0.073	0.267	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	ï»¿tree_id	block_id	created_at	tree_dbh	curb_loc	status	health	spc_latin	spc_common	steward	guards	sidewalk	user_type	problems	root_stone	root_grate	root_other	trunk_wire	trnk_light	trnk_other	brch_light	brch_shoe	brch_other	address	zipcode	zip_city	cb_num	borocode	boroname	cncldist	st_assem	st_senate	nta	nta_name	boro_ct	state	latitude	longitude	x_sp	y_sp
0	606945	305778	2016-06-28	10	OnCurb	Alive	Good	Fraxinus pennsylvanica	green ash	None	None	NoDamage	TreesCount Staff	Stones	Yes	No	No	No	No	No	No	No	No	76-046 164 STREET	11366	Fresh Meadows	408	4	Queens	24	25	14	QN37	Kew Gardens Hills	4125700	New York	40.724339	-73.805180	1.038250e+06	203232.9417
1	160321	341273	2015-08-19	9	OnCurb	Alive	Good	Gleditsia triacanthos var. inermis	honeylocust	None	None	NoDamage	Volunteer	BranchLights	No	No	No	No	No	No	Yes	No	No	72-020 32 AVENUE	11370	East Elmhurst	403	4	Queens	25	34	13	QN28	Jackson Heights	4030902	New York	40.756626	-73.894167	1.013571e+06	214953.6472
2	541347	325281	2015-12-30	7	OnCurb	Alive	Good	Pyrus calleryana	Callery pear	None	None	NoDamage	TreesCount Staff	BranchLights	No	No	No	No	No	No	Yes	No	No	153-026 119 AVENUE	11434	Jamaica	412	4	Queens	28	32	10	QN76	Baisley Park	4028800	New York	40.679777	-73.788463	1.042923e+06	187008.2671
3	613930	203822	2016-07-05	10	OnCurb	Alive	Good	Pyrus calleryana	Callery pear	None	None	NoDamage	TreesCount Staff	None	No	No	No	No	No	No	No	No	No	89 89 STREET	11209	Brooklyn	310	3	Brooklyn	43	46	22	BK31	Bay Ridge	3005000	New York	40.622743	-74.037543	9.738279e+05	166160.5847
4	18353	338911	2015-06-13	4	OnCurb	Alive	Good	Prunus virginiana	'Schubert' chokecherry	None	None	NoDamage	TreesCount Staff	BranchLights	No	No	No	No	No	No	Yes	No	No	559 BEACH 68 STREET	11692	Arverne	414	4	Queens	31	31	10	QN12	Hammels-Arverne-Edgemere	4095400	New York	40.596514	-73.797622	1.040452e+06	156667.5017
5	21173	108713	2015-06-15	8	OnCurb	Alive	Good	Gleditsia triacanthos var. inermis	honeylocust	None	None	NoDamage	Volunteer	TrunkOtherBranchOther	No	No	No	No	No	Yes	No	No	Yes	3554 BROADWAY	10031	New York	109	1	Manhattan	7	71	31	MN04	Hamilton Heights	1022900	New York	40.826887	-73.949889	9.981185e+05	240538.5367
6	544698	201434	2016-01-20	2	OnCurb	Alive	Fair	Quercus rubra	northern red oak	1or2	None	NoDamage	TreesCount Staff	None	No	No	No	No	No	No	No	No	No	2030 PITKIN AVENUE	11207	Brooklyn	305	3	Brooklyn	42	55	19	BK85	East New York (Pennsylvania Ave)	3114400	New York	40.671347	-73.897614	1.012652e+06	183882.7143
7	546240	228778	2016-02-06	2	OnCurb	Alive	Good	Tilia americana	American linden	1or2	Helpful	NoDamage	Volunteer	None	No	No	No	No	No	No	No	No	No	5008 FT HAMILTON PARKWAY	11219	Brooklyn	312	3	Brooklyn	44	48	17	BK88	Borough Park	3011400	New York	40.637774	-73.998692	9.846129e+05	171634.7857
8	646348	309729	2016-07-29	4	OnCurb	Alive	Good	Quercus palustris	pin oak	None	None	Damage	TreesCount Staff	None	No	No	No	No	No	No	No	No	No	85-006 WOODHAVEN BOULEVARD	11421	Woodhaven	409	4	Queens	32	38	15	QN53	Woodhaven	4001400	New York	40.696668	-73.853087	1.024988e+06	193125.4947
9	413812	501196	2015-11-02	5	OnCurb	Alive	Good	Ulmus americana	American elm	None	None	Damage	TreesCount Staff	None	No	No	No	No	No	No	No	No	No	1340 EAST BAY AVENUE	10474	Bronx	202	2	Bronx	17	84	34	BX27	Hunts Point	2009300	New York	40.808967	-73.882647	1.016736e+06	234027.3437

	ï»¿tree_id	block_id	created_at	tree_dbh	curb_loc	status	health	spc_latin	spc_common	steward	guards	sidewalk	user_type	problems	root_stone	root_grate	root_other	trunk_wire	trnk_light	trnk_other	brch_light	brch_shoe	brch_other	address	zipcode	zip_city	cb_num	borocode	boroname	cncldist	st_assem	st_senate	nta	nta_name	boro_ct	state	latitude	longitude	x_sp	y_sp
683778	447656	502843	2015-11-11	1	OnCurb	Alive	Good	Zelkova serrata	Japanese zelkova	None	None	NoDamage	NYC Parks Staff	None	No	No	No	No	No	No	No	No	No	610 RIVER AVENUE	10451	Bronx	204	2	Bronx	8	77	29	BX63	West Concourse	2006300	New York	40.821540	-73.929341	1.003807e+06	238594.3657
683779	572583	300942	2016-06-01	6	OnCurb	Alive	Good	Cornus mas	Cornelian cherry	None	None	NoDamage	Volunteer	None	No	No	No	No	No	No	No	No	No	28-048 46 STREET	11103	Astoria	401	4	Queens	22	36	12	QN70	Astoria	4014700	New York	40.762035	-73.909937	1.009200e+06	216919.2837
683780	628527	317247	2016-07-15	11	OnCurb	Alive	Good	Ginkgo biloba	ginkgo	None	None	NoDamage	TreesCount Staff	StonesTrunkOther	Yes	No	No	No	No	Yes	No	No	No	114-016 150 AVENUE	11420	South Ozone Park	410	4	Queens	32	31	15	QN55	South Ozone Park	4084601	New York	40.667726	-73.826959	1.032254e+06	182594.3356
683781	309254	410715	2015-10-11	7	OnCurb	Alive	Good	Acer platanoides 'Crimson King'	crimson king maple	None	None	NoDamage	TreesCount Staff	Stones	Yes	No	No	No	No	No	No	No	No	310 KINGHORN STREET	10312	Staten Island	503	5	Staten Island	51	62	24	SI01	Annadale-Huguenot-Prince's Bay-Eltingville	5017600	New York	40.528899	-74.168105	9.375181e+05	132013.5133
683782	171664	103174	2015-08-24	12	OnCurb	Alive	Good	Tilia americana	American linden	1or2	Helpful	NoDamage	Volunteer	None	No	No	No	No	No	No	No	No	No	205 AVENUE C	10009	New York	103	1	Manhattan	2	74	27	MN28	Lower East Side	1002800	New York	40.727348	-73.976573	9.907431e+05	204270.0951
683783	237788	223344	2015-09-19	2	OnCurb	Alive	Poor	Prunus cerasifera	purple-leaf plum	1or2	None	NoDamage	TreesCount Staff	None	No	No	No	No	No	No	No	No	No	1 BEARD STREET	11231	Brooklyn	306	3	Brooklyn	38	51	25	BK33	Carroll Gardens-Columbia Street-Red Hook	3005300	New York	40.672566	-74.011473	9.810674e+05	184310.4162
683784	249489	335314	2015-09-23	2	OnCurb	Dead	NaN	NaN	NaN	NaN	NaN	NaN	NYC Parks Staff	NaN	No	No	No	No	No	No	No	No	No	87-015 LITTLE NECK PARKWAY	11001	Floral Park	413	4	Queens	23	33	11	QN44	Glen Oaks-Floral Park-New Hyde Park	4157903	New York	40.730434	-73.710600	1.064458e+06	205525.7957
683785	230261	230303	2015-09-16	2	OnCurb	Dead	NaN	NaN	NaN	NaN	NaN	NaN	TreesCount Staff	NaN	No	No	No	No	No	No	No	No	No	644 EAST 8 STREET	11230	Brooklyn	314	3	Brooklyn	40	44	17	BK42	Flatbush	3048200	New York	40.633890	-73.969779	9.926380e+05	170220.9185
683786	623784	318368	2016-07-12	18	OnCurb	Alive	Good	Quercus rubra	northern red oak	None	None	Damage	NYC Parks Staff	None	No	No	No	No	No	No	No	No	No	116-019 125 STREET	11420	South Ozone Park	410	4	Queens	28	31	10	QN55	South Ozone Park	4017800	New York	40.676190	-73.813135	1.036082e+06	185685.7796
683787	139749	217836	2015-08-12	11	OnCurb	Alive	Good	Zelkova serrata	Japanese zelkova	None	None	NoDamage	Volunteer	None	No	No	No	No	No	No	No	No	No	209 SOUTH 2 STREET	11211	Brooklyn	301	3	Brooklyn	34	53	18	BK73	North Side-South Side	3052300	New York	40.712328	-73.959385	9.955098e+05	198799.3400

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter